OpticOdds market behaviour — Pakistan v Bangladesh
Recorded 2026-06-20 09:34:29 UTC → 2026-06-20 17:07:05 UTC · 453 min
495 markets tracked59% flapped (gone & back)1666 disappearances observed105s median gap10408s longest gap12 wickets
📖 How to read this report · definitions for every metric below · terms throughout the report are clickable and jump here
Markets tracked Distinct market keys (e.g. Moneyline|India) seen at any point during the capture for this fixture.
Flapped / Flapped (gone & back) % of tracked markets that disappeared and then reappeared at least once. High % = unstable feed; the same market keeps blinking out and re-emerging.
Disappearances observed / Disappearances Total count of DISAPPEARED events across all markets (a single market can disappear/reappear many times). Measures volume of churn, not duration.
Median gap / Longest gap Across all DISAPPEARED → REAPPEARED cycles, the median and worst time-gap between losing a market and getting it back. "Clean" gaps only — windows of laptop/internet downtime are excluded.
Open-market count / Open-market count over time How many distinct markets koth-prod / OO AI had live at each moment. koth-prod sampled every ~2s via heartbeats; OO AI at the comparison snapshot cadence (~30s). Dips = bulk drops; flat sections = stable catalogue.
Per-market visibility / Visibility Per-market timeline showing when each market was offered. Coloured bars = market open; gaps between bars = the market was withdrawn.
Markets missing in OO AI / Coverage gap Specific markets that other sources priced but OO AI never offered once in this match — genuine coverage gaps. Markets OO AI offered then lost are flapping (see §2), not counted as missing .
Top books filling OO AI's gaps For each missed market, which books priced it most often (number = how many distinct missed markets that book covered). Useful signal for which markets to source from elsewhere.
All sportsbook availability / Coverage Per-book coverage of the comparison snapshots in this match. Coverage % = fraction of cmp snapshots where the book had any market; Avg / Peak markets = mean and max market count per snapshot.
Median price level Median decimal-odds across the common basket (markets all 3 of koth-prod, OO AI, ≥2 books price the same line; basket must have ≥3 markets to count). Each line is a 9-point rolling median (~4.5 min window) to dampen single-snapshot spikes from the basket changing. Gap between lines = systematic pricing divergence.
Cricinfo vs OO lag / Event-detection lag For each ball-event (wicket/boundary), the time OO AI's REST and Stream feeds detected the event minus Cricinfo's detection time. Below 0 = OO saw it first . The "best" column uses whichever OO feed fired faster.
1 · Open-market count over time
Live selection count over the match. koth-prod at each 2s poll;
OO AI at the comparison cadence (~30s). Dips = markets vanishing in bulk. Red dashed = wickets.
The solid black line marks match start — pre-match time (if captured) is compressed into the left
12% so the in-play action gets the room; axis ticks read −Xh pre-match then +Nm from first ball.
0 31 62 93 124 −4h pre-match ▶ start +30m +1h +1h30m +2h +2h30m +3h +3h30m 2 · Per-market visibility (top 16 flappers)
wicket
5 · Cricinfo vs OO event-detection lag No matched Cricinfo↔OO events in this log (need match_event records from a live match).
3 · Markets missing in OO AI
Specific markets the other side priced (at any point in the match) that OO AI never offered once —
genuine coverage gaps, not flapping. Grouped by market type; expand a row to see exactly which selections /
lines are absent, and which books priced each. (Markets OO AI does offer but that blink out are flapping — see §2, not counted here.)
vs koth-prod · 4 markets / 3 types Team Total · 2 markets · top books: Sportzino (8), Betway (7), Sportingbet (6) Bangladesh · 119.5 · books: Sportzino(8), Betway(5), Sportingbet(4), Sports Interaction(4) Bangladesh · 139.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) 1st Inning Team Total · 1 market · top books: Stake (23), Sportzino (7) Bangladesh · 108.5 · books: Stake(23), Sportzino(7) 4th Over Team Total · 1 market · top books: Betsafe (15), iBet (15), Rizk (15) Bangladesh · 4.5 · books: Betsafe(15), iBet(15), Rizk(15), Betsson(15) vs books (≥2 books) · 324 markets / 21 types Player Runs · 149 markets · top books: Sports Interaction (2674), Sportingbet (2674), bwin (2674) Aliya Riaz · 14.5 · books: Betway(4), Sports Interaction(4), Sportingbet(4), bwin(4) Aliya Riaz · 15.5 · books: Betway(4), Sportingbet(3), Sports Interaction(3), bwin(3) Ayesha Zafar · 11.5 · books: Sports Interaction(3), Sportingbet(3), bwin(3), Betway(2) Ayesha Zafar · 15.5 · books: Sportingbet(14), Sports Interaction(14), bwin(14), Betway(12) Ayesha Zafar · 17.5 · books: Betway(21), Sportingbet(20), Sports Interaction(20), bwin(20) Ayesha Zafar · 19.5 · books: Sports Interaction(4), Sportingbet(4), bwin(4), Betway(2) Ayesha Zafar · 23.5 · books: Betsafe(14), iBet(14), Rizk(14), Betsson(14) Ayesha Zafar · 24.5 · books: Sports Interaction(4), Sportingbet(4), bwin(4), Betway(2) Ayesha Zafar · 27.5 · books: Betway(21), Sportingbet(20), Sports Interaction(20), bwin(20) Ayesha Zafar · 29.5 · books: Sports Interaction(4), Sportingbet(4), bwin(4), Betway(2) Ayesha Zafar · 30.5 · books: Betway(4), Sportingbet(4), Sports Interaction(4), bwin(4) Dilara Akter · 12.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6), Betway(5) Dilara Akter · 14.5 · books: Betsafe(29), iBet(29), Rizk(29), Betsson(29) Dilara Akter · 15.5 · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Dilara Akter · 17.5 · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Dilara Akter · 19.5 · books: iBet(7), Betsafe(7), Rizk(7), Betsson(7) Dilara Akter · 22.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6), Betway(5) Dilara Akter · 23.5 · books: Sportingbet(16), Sports Interaction(16), bwin(16), Betway(15) Gull Feroza · 11.5 · books: Betway(102), Sportingbet(101), Sports Interaction(101), bwin(101) Gull Feroza · 18.5 · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Gull Feroza · 19.5 · books: Sportingbet(12), Sports Interaction(12), bwin(12), Betway(10) Gull Feroza · 21.5 · books: Betway(106), Sportingbet(105), Sports Interaction(105), bwin(105) Gull Feroza · 22.5 · books: Betway(7), Sports Interaction(6), Sportingbet(6), bwin(6) Gull Feroza · 23.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Gull Feroza · 25.5 · books: Betway(19), Sports Interaction(19), Sportingbet(19), bwin(19) Gull Feroza · 27.5 · books: Betway(8), Sports Interaction(6), Sportingbet(6), bwin(6) Gull Feroza · 28.5 · books: Sportingbet(3), Sports Interaction(3), bwin(3), Betway(2) Gull Feroza · 29.5 · books: Sportingbet(12), Sports Interaction(12), bwin(12), Betway(10) Gull Feroza · 31.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5), Betway(4) Gull Feroza · 33.5 · books: Betway(8), Sportingbet(7), Sports Interaction(7), bwin(7) Gull Feroza · 36.5 · books: Betsafe(20), iBet(20), Rizk(20), Betsson(20) Gull Feroza · 38.5 · books: Betway(8), Sportingbet(7), Sports Interaction(7), bwin(7) Gull Feroza · 42.5 · books: Sportingbet(41), Sports Interaction(41), bwin(41), Betway(39) Gull Feroza · 43.5 · books: Betway(5), Sports Interaction(4), Sportingbet(4), bwin(4) Iram Javed · 10.5 · books: Betway(9), Sportingbet(9), Sports Interaction(9), bwin(9) Iram Javed · 14.5 · books: Sportingbet(11), Sports Interaction(11), bwin(11), Betway(10) Iram Javed · 16.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Iram Javed · 17.5 · books: Sports Interaction(6), Sportingbet(6), bwin(6), Betway(5) Iram Javed · 18.5 · books: Betway(30), Sports Interaction(29), Sportingbet(29), bwin(29) Iram Javed · 20.5 · books: Betsafe(43), Rizk(43), iBet(43), Betsson(43) Iram Javed · 21.5 · books: Betsafe(13), Rizk(13), iBet(13), Betsson(13) Iram Javed · 9.5 · books: Sportingbet(11), Sports Interaction(11), bwin(11), Betway(10) Juairiya Ferdous · 10.5 · books: Sportingbet(26), Sports Interaction(26), bwin(26), Betway(25) Juairiya Ferdous · 13.5 · books: Betway(2), Sports Interaction(2), Sportingbet(2), bwin(2) Juairiya Ferdous · 18.5 · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Juairiya Ferdous · 19.5 · books: Betsafe(13), iBet(13), Rizk(13), Betsson(13) Juairiya Ferdous · 23.5 · books: Betway(5), Sports Interaction(4), Sportingbet(4), bwin(4) Juairiya Ferdous · 25.5 · books: Sports Interaction(30), Sportingbet(30), bwin(30), Betway(29) Juairiya Ferdous · 26.5 · books: Betway(9), Sports Interaction(7), Sportingbet(7), bwin(7) Juairiya Ferdous · 28.5 · books: Betway(3), Sports Interaction(2), Sportingbet(2), bwin(2) Mst Ritu Moni · 12.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Mst Ritu Moni · 15.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Mst Ritu Moni · 16.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Mst Ritu Moni · 17.5 · books: Betsafe(14), Rizk(14), iBet(14), Betsson(14) Mst Ritu Moni · 18.5 · books: Betsafe(4), Rizk(4), iBet(4), Betsson(4) Muneeba Ali Siddiqi · 12.5 · books: Sportingbet(35), Sports Interaction(35), bwin(35) Muneeba Ali Siddiqi · 13.5 · books: Sports Interaction(84), Sportingbet(84), bwin(84) Muneeba Ali Siddiqi · 14.5 · books: Sportingbet(18), Sports Interaction(18), bwin(18) Muneeba Ali Siddiqi · 15.5 · books: Sports Interaction(12), Sportingbet(12), bwin(12) Muneeba Ali Siddiqi · 17.5 · books: Sports Interaction(82), Sportingbet(82), bwin(82) Muneeba Ali Siddiqi · 18.5 · books: Sports Interaction(89), Sportingbet(89), bwin(89) Muneeba Ali Siddiqi · 19.5 · books: Sportingbet(18), Sports Interaction(18), bwin(18) Muneeba Ali Siddiqi · 20.5 · books: Sports Interaction(12), Sportingbet(12), bwin(12) Muneeba Ali Siddiqi · 21.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5) Muneeba Ali Siddiqi · 22.5 · books: Sportingbet(47), Sports Interaction(47), bwin(47) Muneeba Ali Siddiqi · 23.5 · books: Sportingbet(359), Sports Interaction(359), bwin(359) Muneeba Ali Siddiqi · 24.5 · books: Sportingbet(18), Sports Interaction(18), bwin(18) Muneeba Ali Siddiqi · 25.5 · books: Sports Interaction(12), Sportingbet(12), bwin(12) Muneeba Ali Siddiqi · 26.5 · books: Sportingbet(7), Sports Interaction(7), bwin(7) Muneeba Ali Siddiqi · 27.5 · books: Sportingbet(23), Sports Interaction(23), bwin(23) Muneeba Ali Siddiqi · 28.5 · books: Sports Interaction(48), Sportingbet(48), bwin(48) Muneeba Ali Siddiqi · 29.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2) Muneeba Ali Siddiqi · 31.5 · books: Sportingbet(7), Sports Interaction(7), bwin(7) Muneeba Ali Siddiqi · 32.5 · books: Sportingbet(26), Sports Interaction(26), bwin(26) Muneeba Ali Siddiqi · 33.5 · books: Sports Interaction(57), Sportingbet(57), bwin(57) Muneeba Ali Siddiqi · 34.5 · books: Sports Interaction(22), Sportingbet(22), bwin(22) Muneeba Ali Siddiqi · 35.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9) Muneeba Ali Siddiqi · 36.5 · books: Sportingbet(12), Sports Interaction(12), bwin(12) Muneeba Ali Siddiqi · 37.5 · books: Sports Interaction(14), Sportingbet(14), bwin(14) Muneeba Ali Siddiqi · 38.5 · books: Sports Interaction(43), Sportingbet(43), bwin(43) Muneeba Ali Siddiqi · 39.5 · books: Sports Interaction(22), Sportingbet(22), bwin(22) Muneeba Ali Siddiqi · 40.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9) Muneeba Ali Siddiqi · 41.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10) Muneeba Ali Siddiqi · 42.5 · books: Sportingbet(3), Sports Interaction(3), bwin(3) Muneeba Ali Siddiqi · 43.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9) Muneeba Ali Siddiqi · 44.5 · books: Sports Interaction(20), Sportingbet(20), bwin(20) Muneeba Ali Siddiqi · 45.5 · books: Sportingbet(9), Sports Interaction(9), bwin(9) Muneeba Ali Siddiqi · 46.5 · books: Sports Interaction(10), Sportingbet(10), bwin(10) Natalia Pervaiz · 13.5 · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Nigar Sultana Joty · 13.5 · books: Betway(39), Sportingbet(38), Sports Interaction(38), bwin(38) Nigar Sultana Joty · 14.5 · books: Sports Interaction(87), Sportingbet(87), bwin(87), Betway(84) Nigar Sultana Joty · 15.5 · books: Sportingbet(16), Sports Interaction(16), bwin(16), Betway(15) Nigar Sultana Joty · 18.5 · books: Betway(39), Sportingbet(38), Sports Interaction(38), bwin(38) Nigar Sultana Joty · 20.5 · books: Betsafe(264), iBet(264), Rizk(264), Betsson(264) Nigar Sultana Joty · 21.5 · books: Betsafe(66), iBet(66), Rizk(66), Betsson(66) Nigar Sultana Joty · 22.5 · books: Sports Interaction(11), Sportingbet(11), bwin(11), Betway(10) Nigar Sultana Joty · 23.5 · books: Betway(51), Sportingbet(50), Sports Interaction(50), bwin(50) Nigar Sultana Joty · 24.5 · books: Sports Interaction(111), Sportingbet(111), bwin(111), Betway(106) Nigar Sultana Joty · 25.5 · books: Sportingbet(16), Sports Interaction(16), bwin(16), Betway(15) Nigar Sultana Joty · 26.5 · books: Betway(16), Sportingbet(16), Sports Interaction(16), bwin(16) Nigar Sultana Joty · 27.5 · books: Sports Interaction(11), Sportingbet(11), bwin(11), Betway(10) Nigar Sultana Joty · 28.5 · books: Betway(12), Sports Interaction(12), Sportingbet(12), bwin(12) Nigar Sultana Joty · 29.5 · books: Sportingbet(28), Sports Interaction(28), bwin(28), Betway(26) Nigar Sultana Joty · 30.5 · books: Betsafe(18), iBet(18), Rizk(18), Betsson(18) Nigar Sultana Joty · 31.5 · books: Sports Interaction(31), Sportingbet(31), bwin(31), Betway(30) Nigar Sultana Joty · 33.5 · books: Betway(10), Sports Interaction(10), Sportingbet(10), bwin(10) Nigar Sultana Joty · 35.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Nigar Sultana Joty · 36.5 · books: Betway(3), Sportingbet(1), Sports Interaction(1), bwin(1) Nigar Sultana Joty · 40.5 · books: Betway(8), Sports Interaction(8), Sportingbet(8), bwin(8) Nigar Sultana Joty · 41.5 · books: Sportingbet(37), Sports Interaction(37), bwin(37), Betway(35) Nigar Sultana Joty · 44.5 · books: Betsafe(21), Rizk(21), iBet(21), Betsson(21) Nigar Sultana Joty · 45.5 · books: Betsafe(6), iBet(6), Rizk(6), Betsson(6) Nigar Sultana Joty · 46.5 · books: Betsafe(16), Rizk(16), iBet(16), Betsson(16) Nigar Sultana Joty · 47.5 · books: Betsafe(19), Rizk(19), iBet(19), Betsson(19) Saira Jabeen · 8.5 · books: Betway(11), Sportingbet(11), Sports Interaction(11), bwin(11) Saira Jabeen · 9.5 · books: Betsafe(7), iBet(7), Rizk(7), Betsson(7) Sharmin Akhter · 10.5 · books: Betway(5), Sports Interaction(4), Sportingbet(4), bwin(4) Sharmin Akhter · 15.5 · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Sharmin Akhter · 19.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) Sharmin Akhter · 20.5 · books: Betway(5), Sports Interaction(4), Sportingbet(4), bwin(4) Sharmin Akhter · 9.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) Shorna Akter · 11.5 · books: Betsafe(12), iBet(12), Rizk(12), Betsson(12) Shorna Akter · 18.5 · books: Betsafe(7), iBet(7), Rizk(7), Betsson(7) Shorna Akter · 9.5 · books: Betway(7), Sports Interaction(5), Sportingbet(5), bwin(5) Sobhana Mostary · 10.5 · books: Betway(8), Sports Interaction(7), Sportingbet(7), bwin(7) Sobhana Mostary · 11.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1) Sobhana Mostary · 15.5 · books: Betway(8), Sports Interaction(7), Sportingbet(7), bwin(7) Sobhana Mostary · 16.5 · books: Betsafe(7), Rizk(7), iBet(7), Betsson(7) Sobhana Mostary · 17.5 · books: Betway(5), Sportingbet(3), Sports Interaction(3), bwin(3) Sobhana Mostary · 18.5 · books: Sportingbet(38), Sports Interaction(38), bwin(38), Betway(36) Sobhana Mostary · 19.5 · books: Betway(7), Sports Interaction(7), Sportingbet(7), bwin(7) Sobhana Mostary · 20.5 · books: Betway(17), Sports Interaction(17), Sportingbet(17), bwin(17) Sobhana Mostary · 21.5 · books: Betsafe(25), iBet(25), Rizk(25), Betsson(25) Sobhana Mostary · 22.5 · books: Betsafe(13), iBet(13), Rizk(13), Betsson(13) Sobhana Mostary · 23.5 · books: Sportingbet(38), Sports Interaction(38), bwin(38), Betway(36) Sobhana Mostary · 24.5 · books: Betway(26), Sports Interaction(24), Sportingbet(24), bwin(24) Sobhana Mostary · 26.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1) Sobhana Mostary · 27.5 · books: Betway(4), Sportingbet(3), Sports Interaction(3), bwin(3) Sobhana Mostary · 28.5 · books: Sports Interaction(52), Sportingbet(52), bwin(52), Betway(50) Sobhana Mostary · 30.5 · books: Betway(15), Sports Interaction(15), Sportingbet(15), bwin(15) Sobhana Mostary · 31.5 · books: Sports Interaction(2), Sportingbet(2), bwin(2), Betway(1) Sobhana Mostary · 33.5 · books: Sports Interaction(20), Sportingbet(20), bwin(20), Betway(19) Sobhana Mostary · 34.5 · books: Betway(24), Sportingbet(24), Sports Interaction(24), bwin(24) Sobhana Mostary · 35.5 · books: Betway(6), Sports Interaction(5), Sportingbet(5), bwin(5) Sobhana Mostary · 36.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6) Sobhana Mostary · 38.5 · books: Sports Interaction(20), Sportingbet(20), bwin(20), Betway(19) Sobhana Mostary · 39.5 · books: Sportingbet(7), Sports Interaction(7), bwin(7), Betway(6) Sobhana Mostary · 40.5 · books: Betway(6), Sports Interaction(5), Sportingbet(5), bwin(5) Tuba Hassan · 7.5 · books: Betway(5), Sports Interaction(5), Sportingbet(5), bwin(5) Man Of The Match · 31 markets · top books: Bodog (8477), Bovada (8477), Ozoon (8477) Aliya Riaz · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Ayesha Zafar · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Diana Baig · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Dilara Akter · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Eyman Fatima · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Fahima Khatun · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Fariha Trisna · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Gull Feroza · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Iram Javed · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Javeria Khan · None · books: Bodog(301), Bovada(301), Unibet (Denmark)(301), Ozoon(301) Juairiya Ferdous · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Marufa Akter · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Mst Ritu Moni · None · books: Bodog(292), Bovada(292), Ozoon(292) Muneeba Ali Siddiqi · None · books: Sportingbet(261), Sports Interaction(261), bwin(261) Nahida Akter · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Nahida Khan · None · books: Bodog(292), Bovada(292), Ozoon(292) Nashra Sundhu · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Natalia Pervaiz · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Nigar Sultana Joty · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Rameen Shamim · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Sadia Iqbal · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Saira Jabeen · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Sana Mir · None · books: Bodog(292), Bovada(292), Ozoon(292) Sanjida Akter Meghla · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Sharmin Akhter · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Shorna Akter · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Sobhana Mostary · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Sultana Khatun · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Taj Nehar · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Tasmia Rubab · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Tuba Hassan · None · books: Unibet (Denmark)(301), Unibet(301), BetRivers(301), TwinSpires(301) Team Total Run Outs · 31 markets · top books: Dafabet (522), Stake (522), SBOBET (522) Bangladesh · 0.5 · books: Dafabet(261), Stake(261), SBOBET(261) Bangladesh · 19.5 · books: Sportingbet(6), Sports Interaction(6), bwin(6), Betway(5) Bangladesh · 20.5 · books: Sportingbet(16), Sports Interaction(16), bwin(16), Betway(15) Pakistan · 0.5 · books: Dafabet(261), Stake(261), SBOBET(261) Pakistan · 17.5 · books: Betway(66), Sports Interaction(64), Sportingbet(64), bwin(64) Pakistan · 18.5 · books: Betway(91), Sportingbet(91), Sports Interaction(91), bwin(91) Pakistan · 21.5 · books: Betway(5), Sports Interaction(5), Sportingbet(5), bwin(5) Pakistan · 22.5 · books: Betway(6), Sports Interaction(6), Sportingbet(6), bwin(6) Pakistan · 23.5 · books: Betway(5), Sportingbet(5), Sports Interaction(5), bwin(5) Pakistan · 24.5 · books: Betway(7), Sportingbet(7), Sports Interaction(7), bwin(7) Pakistan · 28.5 · books: Sportingbet(4), Sports Interaction(4), bwin(4), Betway(3) Pakistan · 29.5 · books: Betway(6), Sports Interaction(6), Sportingbet(6), bwin(6) Pakistan · 30.5 · books: Betway(12), Sports Interaction(12), Sportingbet(12), bwin(12) Pakistan · 36.5 · books: Sportingbet(5), Sports Interaction(5), bwin(5), Betway(4) Pakistan · 37.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) Pakistan · 38.5 · books: Sportingbet(4), Sports Interaction(4), bwin(4), Betway(3) Pakistan · 40.5 · books: Betway(6), Sportingbet(6), Sports Interaction(6), bwin(6) Pakistan · 41.5 · books: Betway(2), Sports Interaction(2), Sportingbet(2), bwin(2) Pakistan · 42.5 · books: Betway(6), Sports Interaction(5), Sportingbet(5), bwin(5) Pakistan · 45.5 · books: Betway(3), Sportingbet(3), Sports Interaction(3), bwin(3) Pakistan · 46.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) Pakistan · 47.5 · books: Sports Interaction(9), Sportingbet(9), bwin(9), Betway(8) Pakistan · 48.5 · books: Betway(3), Sports Interaction(2), Sportingbet(2), bwin(2) Pakistan · 52.5 · books: Betway(5), Sportingbet(5), Sports Interaction(5), bwin(5) Pakistan · 54.5 · books: Sportingbet(3), Sports Interaction(3), bwin(3), Betway(2) Pakistan · 57.5 · books: Sportingbet(2), Sports Interaction(2), bwin(2) Pakistan · 58.5 · books: Betway(20), Sportingbet(20), Sports Interaction(20), bwin(20) Pakistan · 59.5 · books: Betway(8), Sports Interaction(6), Sportingbet(6), bwin(6) Pakistan · 63.5 · books: Betway(3), Sportingbet(3), Sports Interaction(3), bwin(3) Pakistan · 64.5 · books: Betway(9), Sportingbet(9), Sports Interaction(9), bwin(9) Pakistan · 65.5 · books: Sports Interaction(4), Sportingbet(4), bwin(4), Betway(3) 1st Inning Team Total Runs Before Dismissal · 29 markets · top books: Stake (856), Dafabet (826) Bangladesh · 15.5 · books: Stake(278), Dafabet(261) Bangladesh · 20.5 · books: Stake(16), Dafabet(11) Pakistan · 17.5 · books: Stake(66), Dafabet(64) Pakistan · 18.5 · books: Dafabet(91), Stake(91) Pakistan · 20.5 · books: Dafabet(261), Stake(261) Pakistan · 21.5 · books: Dafabet(5), Stake(4) Pakistan · 22.5 · books: Stake(7), Dafabet(6) Pakistan · 23.5 · books: Dafabet(5), Stake(5) Pakistan · 24.5 · books: Dafabet(7), Stake(7) Pakistan · 28.5 · books: Dafabet(4), Stake(3) Pakistan · 29.5 · books: Dafabet(6), Stake(6) Pakistan · 30.5 · books: Dafabet(12), Stake(12) Pakistan · 36.5 · books: Stake(5), Dafabet(4) Pakistan · 37.5 · books: Dafabet(2), Stake(2) Pakistan · 38.5 · books: Dafabet(3), Stake(3) Pakistan · 40.5 · books: Stake(8), Dafabet(6) Pakistan · 41.5 · books: Stake(4), Dafabet(3) Pakistan · 42.5 · books: Dafabet(6), Stake(6) Pakistan · 45.5 · books: Dafabet(4), Stake(4) Pakistan · 46.5 · books: Dafabet(3), Stake(3) Pakistan · 47.5 · books: Stake(9), Dafabet(8) Pakistan · 48.5 · books: Dafabet(3), Stake(2) Pakistan · 52.5 · books: Dafabet(5), Stake(5) Pakistan · 54.5 · books: Stake(3), Dafabet(2) Pakistan · 58.5 · books: Stake(21), Dafabet(20) Pakistan · 59.5 · books: Dafabet(8), Stake(8) Pakistan · 63.5 · books: Dafabet(3), Stake(3) Pakistan · 64.5 · books: Stake(10), Dafabet(9) Pakistan · 65.5 · books: Dafabet(4), Stake(4) Top Batsman · 26 markets · top books: Bodog (6541), Bovada (6541), Ozoon (6541) Aliya Riaz · None · books: Stake(261), Bodog(29), Bovada(29), Ozoon(29) Ayesha Zafar · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Diana Baig · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Fahima Khatun · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Fariha Trisna · None · books: Bodog(292), Bovada(292), Ozoon(292) Gull Feroza · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Iram Javed · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Juairiya Ferdous · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Marufa Akter · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Mst Ritu Moni · None · books: Bodog(292), Bovada(292), Ozoon(292) Nahida Akter · None · books: Stake(261), Bodog(29), Bovada(29), Ozoon(29) Nahida Khan · None · books: Bodog(292), Bovada(292), Ozoon(292) Nashra Sundhu · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Natalia Pervaiz · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Nigar Sultana Joty · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Rameen Shamim · None · books: Stake(261), Bodog(29), Bovada(29), Ozoon(29) Sadia Iqbal · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Saira Jabeen · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Sana Mir · None · books: Bodog(292), Bovada(292), Ozoon(292) Sharmin Akhter · None · books: Stake(261), Bodog(29), Bovada(29), Ozoon(29) Shorna Akter · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Sobhana Mostary · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Sultana Khatun · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Taj Nehar · None · books: Bodog(293), Bovada(293), Ozoon(293), Stake(261) Tasmia Rubab · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Tuba Hassan · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Top Bowler · 18 markets · top books: Bodog (4266), Bovada (4266), Ozoon (4266) Ayesha Zafar · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Diana Baig · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Fahima Khatun · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Fariha Trisna · None · books: Bodog(292), Bovada(292), Ozoon(292) Marufa Akter · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Mst Ritu Moni · None · books: Bodog(29), Bovada(29), Ozoon(29) Nahida Akter · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Nahida Khan · None · books: Bodog(292), Bovada(292), Ozoon(292) Nashra Sundhu · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Natalia Pervaiz · None · books: Bodog(292), Bovada(292), Ozoon(292) Nigar Sultana Joty · None · books: Bodog(292), Bovada(292), Ozoon(292) Rameen Shamim · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Sadia Iqbal · None · books: Stake(261), Bodog(29), Bovada(29), Ozoon(29) Sana Mir · None · books: Bodog(292), Bovada(292), Ozoon(292) Shorna Akter · None · books: Stake(261), Bodog(90), Bovada(90), Ozoon(90) Taj Nehar · None · books: Bodog(292), Bovada(292), Ozoon(292) Tasmia Rubab · None · books: Bodog(292), Bovada(292), Ozoon(292), Stake(261) Tuba Hassan · None · books: Stake(261), Bodog(30), Bovada(30), Ozoon(30) Player Performance · 8 markets · top books: Dafabet (2088), SBOBET (2088) Ayesha Zafar · 23.5 · books: Dafabet(261), SBOBET(261) Gull Feroza · 19.5 · books: Dafabet(261), SBOBET(261) Juairiya Ferdous · 19.5 · books: Dafabet(261), SBOBET(261) Muneeba Ali Siddiqi · 42.5 · books: Dafabet(261), SBOBET(261) Nigar Sultana Joty · 33.5 · books: Dafabet(261), SBOBET(261) Shorna Akter · 20.5 · books: Dafabet(261), SBOBET(261) Sultana Khatun · 20.5 · books: Dafabet(261), SBOBET(261) Tuba Hassan · 20.5 · books: Dafabet(261), SBOBET(261) Total Runs · 6 markets · top books: BC.GAME (822), Betplay (822), Rivalry (822) · 254.5 · books: BC.GAME(287), Betplay(287), Rivalry(287), Sportzino(17) · 256.5 · books: BC.GAME(3), Rivalry(3), Betplay(3), Sportzino(2) · 258.5 · books: BC.GAME(6), Rivalry(6), Betplay(6), Sportzino(4) · 260.5 · books: Sportzino(2), BC.GAME(2), Rivalry(2), Betplay(2) · 264.5 · books: BC.GAME(262), Betplay(262), Rivalry(262), Sportzino(261) · 274.5 · books: BC.GAME(262), Betplay(262), Rivalry(262) Team Top Bowler · 5 markets · top books: Betsafe (1310), iBet (1310), Rizk (1310) Bangladesh :: Fariha Trisna · None · books: Bodog(301), Bovada(301), Ozoon(301), Betsafe(262) Bangladesh :: Mst Ritu Moni · None · books: Bodog(301), Bovada(301), Ozoon(301), Betsafe(262) Bangladesh :: Sobhana Mostary · None · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Pakistan :: Eyman Fatima · None · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Pakistan :: Saira Jabeen · None · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262) Team Total · 4 markets · top books: Kalshi (1385), Sportzino (29), Betway (11) Bangladesh · 102.5 · books: Betway(4), Sports Interaction(4), Sportingbet(4), bwin(4) Bangladesh · 119.5 · books: Sportzino(8), Betway(5), Sportingbet(4), Sports Interaction(4) Bangladesh · 139.5 · books: Betway(2), Sportingbet(2), Sports Interaction(2), bwin(2) Pakistan · 109.5 · books: Kalshi(1385), Sportzino(21) Team Top Batsman · 3 markets · top books: Sportingbet (948), Sports Interaction (948), bwin (948) Bangladesh :: Fariha Trisna · None · books: Bodog(301), Bovada(301), Ozoon(301), Betsafe(262) Bangladesh :: Mst Ritu Moni · None · books: Betsafe(564), iBet(564), Rizk(564), Betsson(564) Pakistan :: Muneeba Ali Siddiqi · None · books: Sportingbet(948), Sports Interaction(948), bwin(948) Team Total Odd/Even · 2 markets · top books: Sportzino (1391), BC.GAME (581), Betplay (581) Bangladesh · None · books: Sportzino(683), BC.GAME(310), Betplay(310), Rivalry(310) Pakistan · None · books: Sportzino(708), BC.GAME(271), Betplay(271), Rivalry(271) Total Extras · 2 markets · top books: BC.GAME (299), Rivalry (299), Betplay (299) · 15.5 · books: BC.GAME(33), Rivalry(33), Betplay(33), Sportzino(24) · 16.5 · books: BC.GAME(266), Betplay(266), Rivalry(266), Sportzino(265) Total Fours Odd/Even · 2 markets · top books: Sportzino (1992), BC.GAME (522), Rivalry (520) Even · None · books: Sportzino(996), BC.GAME(261), Rivalry(260), Betplay(260) Odd · None · books: Sportzino(996), BC.GAME(261), Rivalry(260), Betplay(260) Will There Be A Tie · 2 markets · top books: Betway (1288), Dafabet (1223), Betsafe (1080) No · None · books: Betsafe(540), iBet(540), Rizk(540), Betsson(540) Yes · None · books: Betway(1228), Dafabet(1156), Betsafe(540), iBet(540) 13th Over Team Total · 1 market · top books: Sportzino (7), Betsafe (5), Rizk (5) Pakistan · 4.5 · books: Sportzino(7), Betsafe(5), Rizk(5), iBet(5) 1st Inning Team Total · 1 market · top books: Stake (23), Sportzino (7) Bangladesh · 108.5 · books: Stake(23), Sportzino(7) 2nd Over Team Total · 1 market · top books: Betsafe (10), iBet (10), Rizk (10) Bangladesh · 7.5 · books: Betsafe(10), iBet(10), Rizk(10), Betsson(10) 3rd Over Team Total · 1 market · top books: Betsafe (6), Rizk (6), iBet (6) Bangladesh · 3.5 · books: Betsafe(6), Rizk(6), iBet(6), Betsson(6) 4th Over Team Total · 1 market · top books: Betsafe (15), iBet (15), Rizk (15) Bangladesh · 4.5 · books: Betsafe(15), iBet(15), Rizk(15), Betsson(15) Team Total Fours · 1 market · top books: Betsafe (262), iBet (262), Rizk (262) Pakistan · 15.5 · books: Betsafe(262), iBet(262), Rizk(262), Betsson(262)
Top books filling OO AI's coverage gaps · books that priced the most distinct markets OO AI never offered
Book Missed markets it priced Sportingbet 188 Sports Interaction 188 bwin 188 Betway 128 Stake 91 Bodog 78 Bovada 78 Ozoon 78 Betsafe 51 Rizk 51 iBet 51 Betsson 51 Dafabet 44 Unibet (Denmark) 32 Unibet 32
All sportsbook availability · coverage of comparison snapshots in this match · sorted by coverage %
Book Coverage Snapshots with markets Avg markets / snap Peak markets Kalshi 96.4% 1385/1437 7.9 8 BC.GAME 87.5% 1257/1437 4.0 14 Betplay 87.5% 1257/1437 4.0 14 Rivalry 87.5% 1257/1437 4.0 14 Sportingbet 87.1% 1252/1437 44.5 128 Sports Interaction 87.1% 1252/1437 44.5 128 bwin 87.1% 1252/1437 44.5 128 Betway 87.0% 1250/1437 39.6 103 Unibet 87.0% 1250/1437 11.7 44 Unibet (Denmark) 86.9% 1249/1437 11.7 44 Stake 86.3% 1240/1437 27.6 102 DraftKings 86.0% 1236/1437 11.4 23 Sportzino 86.0% 1236/1437 23.4 67 Bodog 84.9% 1220/1437 32.0 125 Bovada 84.9% 1220/1437 32.0 125 Ozoon 84.9% 1220/1437 32.0 125 SBOBET 84.9% 1220/1437 10.3 30 Betsafe 84.2% 1210/1437 26.3 84 iBet 84.2% 1210/1437 26.3 84 Rizk 84.2% 1210/1437 26.3 84 Betsson 84.2% 1210/1437 26.3 84 theScore 81.5% 1171/1437 3.6 8 Dafabet 80.7% 1159/1437 51.2 144 Caesars 36.3% 521/1437 2.0 2 William Hill 36.2% 520/1437 2.0 2 BetAmapola 22.1% 317/1437 2.0 2 Betano 21.6% 311/1437 2.0 2 Betano (Argentina) 21.1% 303/1437 2.0 2 Betano (Chile) 21.0% 302/1437 2.0 2 BetRivers 20.9% 301/1437 39.0 40 TwinSpires 20.9% 301/1437 39.0 40 RushBet 20.9% 301/1437 39.0 40 Desert Diamond 20.9% 301/1437 39.0 40 Four Winds 20.9% 301/1437 39.0 40 SugarHouse 20.9% 301/1437 39.0 40
4 · Median price level — koth-prod vs OO AI vs books
Median decimal odds on the common basket (markets all three price, mainline, ≥3 markets/basket).
Each line is a 9-point rolling median (~4.5 min window) so single-snapshot basket-churn no longer
spikes the chart. The gap between lines is the pricing divergence; OO AI is dashed so it stays visible
where it overlaps the books line.
1.46 1.68 1.91 2.13 2.36 −4h pre-match ▶ start +30m +1h +1h30m +2h +2h30m +3h +3h30m